Approximation of discrete-time state-space trajectories using dynamic recurrent neural networks

Liang Jin; P.N. Nikiforuk; M.M. Gupta

doi:10.1109/9.400480

Approximation of discrete-time state-space trajectories using dynamic recurrent neural networks

IEEE Transactions on Automatic Control ◽

10.1109/9.400480 ◽

1995 ◽

Vol 40 (7) ◽

pp. 1266-1270 ◽

Cited By ~ 67

Author(s):

Liang Jin ◽

P.N. Nikiforuk ◽

M.M. Gupta

Keyword(s):

Neural Networks ◽

State Space ◽

Discrete Time ◽

Recurrent Neural Networks ◽

Space Trajectories

Download Full-text

Learning State Space Trajectories in Recurrent Neural Networks: A preliminary Report

10.21236/ada219114 ◽

1988 ◽

Cited By ~ 34

Author(s):

Barak A. Pearlmutter

Keyword(s):

Neural Networks ◽

State Space ◽

Recurrent Neural Networks ◽

Preliminary Report ◽

Space Trajectories

Download Full-text

Learning state space trajectories in recurrent neural networks

10.1109/ijcnn.1989.118724 ◽

1989 ◽

Cited By ~ 42

Author(s):

Pearlmutter

Keyword(s):

Neural Networks ◽

State Space ◽

Recurrent Neural Networks ◽

Space Trajectories

Download Full-text

A delay-dependent LMI approach to dynamics analysis of discrete-time recurrent neural networks with time-varying delays

Physics Letters A ◽

10.1016/j.physleta.2007.03.088 ◽

2007 ◽

Vol 368 (1-2) ◽

pp. 134-145 ◽

Cited By ~ 121

Author(s):

Qiankun Song ◽

Zidong Wang

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Recurrent Neural Networks ◽

Dynamics Analysis ◽

Time Varying ◽

Lmi Approach ◽

Delay Dependent

Download Full-text

Parameter estimation of state space models by recurrent neural networks

IEE Proceedings - Control Theory and Applications ◽

10.1049/ip-cta:19951733 ◽

1995 ◽

Vol 142 (2) ◽

pp. 114-118 ◽

Cited By ~ 16

Author(s):

J.R. Raol

Keyword(s):

Neural Networks ◽

Parameter Estimation ◽

State Space ◽

Recurrent Neural Networks ◽

State Space Models

Download Full-text

Adaptive control of discrete-time nonlinear systems using recurrent neural networks

IEE Proceedings - Control Theory and Applications ◽

10.1049/ip-cta:19949976 ◽

1994 ◽

Vol 141 (3) ◽

pp. 169-176 ◽

Cited By ~ 67

Author(s):

L. Jin ◽

M.M. Gupta ◽

P.N. Nikiforuk

Keyword(s):

Neural Networks ◽

Adaptive Control ◽

Nonlinear Systems ◽

Discrete Time ◽

Recurrent Neural Networks

Download Full-text

Universal approximation using dynamic recurrent neural networks: discrete-time version

Proceedings of ICNN'95 - International Conference on Neural Networks ◽

10.1109/icnn.1995.488134 ◽

2002 ◽

Cited By ~ 1

Author(s):

Liang Jin ◽

M.M. Gupta ◽

P.N. Nikiforuk

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Recurrent Neural Networks ◽

Universal Approximation

Download Full-text

Exponential Lagrange stability for impulses in discrete-time delayed recurrent neural networks

International Journal of Systems Science ◽

10.1080/00207721.2018.1543475 ◽

2018 ◽

Vol 50 (1) ◽

pp. 50-59

Author(s):

Wenlin Jiang ◽

Liangliang Li ◽

Zhengwen Tu ◽

Yuming Feng

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Recurrent Neural Networks ◽

Lagrange Stability

Download Full-text

Improved upper bound on step-size parameters of discrete-time recurrent neural networks for linear inequality and equation system

IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications ◽

10.1109/tcsi.2002.1001961 ◽

2002 ◽

Vol 49 (5) ◽

pp. 695-698 ◽

Cited By ~ 8

Author(s):

Xue-Bin Liang ◽

Shiu Kit Tso

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Upper Bound ◽

Recurrent Neural Networks ◽

Linear Inequality ◽

Equation System ◽

Step Size

Download Full-text

Learning state space trajectories in cellular neural networks

CNNA '92 Proceedings Second International Workshop on Cellular Neural Networks and Their Applications ◽

10.1109/cnna.1992.274353 ◽

2003 ◽

Cited By ~ 3

Author(s):

A.J. Schuler ◽

P. Nachbar ◽

J.A. Nossek ◽

L.O. Chua

Keyword(s):

Neural Networks ◽

State Space ◽

Cellular Neural Networks ◽

Space Trajectories

Download Full-text

DISCRETE-TIME RECURRENT NEURAL NETWORKS AND ITS APPLICATION TO COMPRESSION OF INFRA-RED SPECTRUM

Neural Network World ◽

10.14311/nnw.2011.21.023 ◽

2011 ◽

Vol 21 (5) ◽

pp. 393-406

Author(s):

Leong-Kwan Li ◽

S. Shao

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Recurrent Neural Networks ◽

Infra Red

Download Full-text